| Learning Decomposed Representation for Counterfactual Inference | Jun 12, 2020 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| Deep Structural Causal Models for Tractable Counterfactual Inference | Jun 11, 2020 | counterfactualCounterfactual Inference | CodeCode Available | 1 |
| Algorithmic recourse under imperfect causal knowledge: a probabilistic approach | Jun 11, 2020 | counterfactual | CodeCode Available | 1 |
| Counterfactual VQA: A Cause-Effect Look at Language Bias | Jun 8, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning | Jun 7, 2020 | counterfactualMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| CausaLM: Causal Model Explanation Through Counterfactual Language Models | May 27, 2020 | counterfactual | CodeCode Available | 1 |
| Accelerated Convergence for Counterfactual Learning to Rank | May 21, 2020 | counterfactualLearning-To-Rank | CodeCode Available | 1 |
| A Ladder of Causal Distances | May 5, 2020 | BenchmarkingCausal Discovery | CodeCode Available | 1 |
| Towards explainable classifiers using the counterfactual approach -- global explanations for discovering bias in data | May 5, 2020 | Bias Detectioncounterfactual | CodeCode Available | 1 |
| Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior? | May 4, 2020 | counterfactualtabular-classification | CodeCode Available | 1 |
| Multi-Objective Counterfactual Explanations | Apr 23, 2020 | counterfactualDiversity | CodeCode Available | 1 |
| Counterfactual Learning of Stochastic Policies with Continuous Actions: from Models to Offline Evaluation | Apr 22, 2020 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| SCOUT: Self-aware Discriminant Counterfactual Explanations | Apr 16, 2020 | Attributecounterfactual | CodeCode Available | 1 |
| Counterfactual Policy Evaluation for Decision-Making in Autonomous Driving | Mar 20, 2020 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Counterfactual Samples Synthesizing for Robust Visual Question Answering | Mar 14, 2020 | counterfactualQuestion Answering | CodeCode Available | 1 |
| Estimating the Effects of Continuous-valued Interventions using Generative Adversarial Networks | Feb 27, 2020 | counterfactual | CodeCode Available | 1 |
| Transformers as Soft Reasoners over Language | Feb 14, 2020 | counterfactualCounterfactual Reasoning | CodeCode Available | 1 |
| Algorithmic Recourse: from Counterfactual Explanations to Interventions | Feb 14, 2020 | counterfactualDecision Making | CodeCode Available | 1 |
| Decisions, Counterfactual Explanations and Strategic Behavior | Feb 11, 2020 | counterfactual | CodeCode Available | 1 |
| Estimating Counterfactual Treatment Outcomes over Time Through Adversarially Balanced Representations | Feb 10, 2020 | counterfactual | CodeCode Available | 1 |
| Model-Agnostic Counterfactual Explanations for Consequential Decisions | May 27, 2019 | counterfactualDecision Making | CodeCode Available | 1 |
| Counterfactual Visual Explanations | Apr 16, 2019 | counterfactualGeneral Classification | CodeCode Available | 1 |
| Stable-Predictive Optimistic Counterfactual Regret Minimization | Feb 13, 2019 | counterfactual | CodeCode Available | 1 |
| Single Deep Counterfactual Regret Minimization | Jan 22, 2019 | counterfactual | CodeCode Available | 1 |
| The Music Streaming Sessions Dataset | Dec 31, 2018 | counterfactualInformation Retrieval | CodeCode Available | 1 |
